The Funnel Is Dead. Long Live The Prompt.

The Funnel is Dead. Long Live the Prompt

Over a decade of working in SEO and digital marketing, I’ve watched the search landscape evolve through several eras.

The early 2010s marked a pivotal shift in how businesses and buyers engaged online. Social platforms rapidly scaled, Facebook surpassed 500 million users, while LinkedIn emerged as the dominant B2B networking platform. At the same time, the mobile revolution reshaped how people accessed information. By 2020, digital marketing had evolved into a highly sophisticated, data-driven discipline powered by marketing automation, account-based marketing (ABM), analytics, and intent signals giving marketers remarkable visibility into buyer behavior and control over the funnel. But another shift is now underway. As AI and large language models reshape how information is discovered, evaluated, and delivered, the traditional marketing funnel is being rewritten once again.

In the early days of SEO Google search results was a marketer’s superpower. If you understood keywords and content structure, you could dial up visibility, drive traffic to landing pages, and convert search into revenue.

Fast forward to today, and the landscape has shifted again, dramatically.

Search no longer simply sends buyers to information. Now, information comes directly to the buyer. That shift is powered by Large Language Models (LLMs). Traditional SEO connects people to information. LLMs serve the information directly.

SEO is still important, but a new force has arrived, and it is fundamentally reshaping how buyers research, evaluate, and choose solutions.

And in doing so, it has flipped the marketing funnel upside down.

The Funnel We Grew Up With

For decades, marketers operated within a fairly predictable structure.

The classic funnel:

Þ    Top of Funnel (TOFU): Awareness

Þ    Middle of Funnel (MOFU): Research and evaluation

Þ    Bottom of Funnel (BOFU): Decision

With the right combination of targeting, keywords, landing pages, and budget, marketers controlled the awareness path.

·       We tracked every click.

·       Every form fill.

·       Every email open.

Lead scoring systems told us where buyers were in their decision journey. We nurtured them with content, emails, demos, and offers until they raised their hands.

And for many years, that system worked.

But it relied on one critical assumption:

Þ    Buyers came to us early in their journey.

That assumption is no longer true.

The Funnel Has Flipped

Today’s buyers often begin with a prompt, not a search query.

Instead of scrolling through ten blue links, they receive a curated answer, often including summaries, comparisons, reviews, and product recommendations.

In a single interface, they can:

·       Compare vendors

·       Review capabilities

·       Read third-party opinions

·       Evaluate trade-offs

·       Explore communities and documentation

Many buyers now complete 70–80% of their decision journey before ever visiting a vendor website.

The “middle” of the funnel, research and comparison, has effectively moved outside your website into AI interfaces and third-party sources.

It’s invisible. And often much shorter.

Asking an LLM today is like test driving a car before ever stepping on the dealership lot. Buyers can evaluate comfort, performance, and features without a salesperson in sight.

By the time they arrive at your website, they may already know exactly what they want.

Do Funnels and Lead Scoring Still Matter?

So, the natural question becomes:

Is the funnel dead?

Not exactly.

The buyers still exist, of course, but the experience is nonlinear and buyer-controlled.

Discovery and shortlisting now happen through:

·       LLM prompts

·       Community discussions

·       Comparison sites

·       Reviews and peer recommendations

Marketing often enters the process much later than before.

Lead scoring also still matters, but traditional models miss most of the high-value journey.

Page visits, form fills, and email opens no longer tell the full story.

Today’s meaningful signals look more like:

·       Product trials

·       High-intent content engagement

·       Community participation

·       Peer validation

·       Direct outreach

Buyers are increasingly self-directed decision makers.

Research consistently shows that most buyers prefer to conduct the majority of research independently, and many have a preferred vendor before speaking with a salesperson.

In reality, buyers are deciding on their own.

They’re just using everyone else’s data about you to do it.

We Didn’t Lose the Funnel

We changed our monopoly on the information that powered it.

For years, companies controlled the narrative.

Your website.

Your content.

Your lead forms.

Your funnel.

Today, that information is distributed across the internet, and LLMs aggregate it instantly.

But that doesn’t mean marketers are powerless.

It simply means our job has changed.

The New Job of Marketing: Feed the Bots

In an AI-first discovery environment, the brands that win will be the ones that make their information easiest to understand, verify, and surface.

Here are five emerging rules.

1. Make Your Content Easy for LLMs to Understand

Structure information clearly across documentation, FAQs, and product pages so both humans and machines can interpret it easily and accurately. And publish your Mark Downs for LLMs!

2. Publish the Details Buyers Actually Want

Transparency now accelerates decisions. Share implementation guidance, comparisons, pricing context, and even who your product is not designed for.

3. Write for Humans and Machines

Clear headings, structured explanations, and balanced perspectives help LLMs surface accurate answers.

4. Invest in Authority, Not Just Promotion

LLMs trust signals beyond your website. Reviews, Analyst mentions, industry pubs, case studies, and user-generated validation increasingly carry more weight than polished marketing campaigns.

5. Measure What Actually Correlates to Revenue

Focus less on top-of-funnel vanity metrics and more on signals like product usage, trial engagement, and high-intent inquiries.

The New Marketing Superpower

Twenty years ago, keywords were the superpower.

Today, transparency is.

In an LLM-first world, the brands that win will not be the ones guarding their best information.

They will be the ones who explain their value so clearly, and publish it so openly, that both buyers and bots can't help but choose them.